{"id":"W4411087420","doi":"10.3390/diagnostics15121452","title":"Functional Outcomes and Activity Levels in Patients After Internal Hemipelvectomy for Primary Sarcoma Involving the Bony Pelvis","year":2025,"lang":"en","type":"article","venue":"Diagnostics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemipelvectomy; Pelvis; Sarcoma; Medicine; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006311015,0.0002221669,0.0003639135,0.0006658394,0.0003085416,0.0005079205,0.0002111289,0.0002920267,0.001179009],"category_scores_gemma":[0.002163092,0.0001358385,0.0003812434,0.0006927064,0.0003372192,0.0003830129,0.0004219448,0.0004263828,0.0002103806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218346,"about_ca_system_score_gemma":0.0002269027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421404,"about_ca_topic_score_gemma":0.002130309,"domain_scores_codex":[0.999622,0.00009275785,0.00004986299,0.00005947365,0.00007954569,0.00009631916],"domain_scores_gemma":[0.998481,0.0002268633,0.0008307262,0.00003629954,0.0001180292,0.0003071229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005254546,0.0000298706,0.9990587,0.000004226664,0.00001865678,0.00009273626,0.00004070362,0.00002017958,0.00005416263,0.000002372102,0.00002306894,0.000602684],"study_design_scores_gemma":[0.000004606692,0.000256797,0.9989246,0.00000341817,0.00001231722,0.0005293923,0.0001347913,0.00004618475,0.00002955722,0.000006895812,0.0000491931,0.000002336926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996856,0.0001082847,0.00001344118,0.00001461614,0.000002139017,0.000002548551,0.00006010163,6.527256e-7,0.0001126029],"genre_scores_gemma":[0.9998071,0.00003913881,0.00001262464,0.000008206053,0.000004092059,0.000002525836,0.00009494524,2.677364e-7,0.00003112174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001421404,"threshold_uncertainty_score":0.003944159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806275080586306,"score_gpt":0.2710572031416726,"score_spread":0.2529944523358096,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}